{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(DetrImageProcessor {\n",
       "   \"do_normalize\": true,\n",
       "   \"do_pad\": true,\n",
       "   \"do_rescale\": true,\n",
       "   \"do_resize\": true,\n",
       "   \"format\": \"coco_detection\",\n",
       "   \"image_mean\": [\n",
       "     0.485,\n",
       "     0.456,\n",
       "     0.406\n",
       "   ],\n",
       "   \"image_processor_type\": \"DetrImageProcessor\",\n",
       "   \"image_std\": [\n",
       "     0.229,\n",
       "     0.224,\n",
       "     0.225\n",
       "   ],\n",
       "   \"resample\": 2,\n",
       "   \"rescale_factor\": 0.00392156862745098,\n",
       "   \"size\": {\n",
       "     \"longest_edge\": 800,\n",
       "     \"shortest_edge\": 800\n",
       "   }\n",
       " },\n",
       " TrOCRProcessor:\n",
       " - image_processor: ViTImageProcessor {\n",
       "   \"do_normalize\": true,\n",
       "   \"do_rescale\": true,\n",
       "   \"do_resize\": true,\n",
       "   \"image_mean\": [\n",
       "     0.5,\n",
       "     0.5,\n",
       "     0.5\n",
       "   ],\n",
       "   \"image_processor_type\": \"ViTImageProcessor\",\n",
       "   \"image_std\": [\n",
       "     0.5,\n",
       "     0.5,\n",
       "     0.5\n",
       "   ],\n",
       "   \"resample\": 2,\n",
       "   \"rescale_factor\": 0.00392156862745098,\n",
       "   \"size\": {\n",
       "     \"height\": 384,\n",
       "     \"width\": 384\n",
       "   }\n",
       " }\n",
       " \n",
       " - tokenizer: RobertaTokenizerFast(name_or_path='models/trocr-base-handwritten', vocab_size=50265, model_max_length=512, is_fast=True, padding_side='right', truncation_side='right', special_tokens={'bos_token': AddedToken(\"<s>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'eos_token': AddedToken(\"</s>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'unk_token': AddedToken(\"<unk>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'sep_token': AddedToken(\"</s>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'pad_token': AddedToken(\"<pad>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'cls_token': AddedToken(\"<s>\", rstrip=False, lstrip=False, single_word=False, normalized=True), 'mask_token': AddedToken(\"<mask>\", rstrip=False, lstrip=True, single_word=False, normalized=True)}, clean_up_tokenization_spaces=True))"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import torch\n",
    "import random\n",
    "from transformers import AutoImageProcessor, TrOCRProcessor\n",
    "\n",
    "processor_location = AutoImageProcessor.from_pretrained(\n",
    "    'models/detr-resnet-50',\n",
    "    size={\n",
    "        'longest_edge': 800,\n",
    "        'shortest_edge': 800\n",
    "    })\n",
    "\n",
    "processor_recognition = TrOCRProcessor.from_pretrained(\n",
    "    'models/trocr-base-handwritten')\n",
    "\n",
    "processor_location, processor_recognition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Model(torch.nn.Module):\n",
    "\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "        \n",
    "    def forward(self, pixel_values, pixel_mask):\n",
    "        last_hidden_state = self.model(pixel_values=pixel_values,\n",
    "                                       pixel_mask=pixel_mask).last_hidden_state\n",
    "\n",
    "        class_pred = self.class_labels_classifier(last_hidden_state)\n",
    "        box_pred = self.bbox_predictor(last_hidden_state).sigmoid()\n",
    "\n",
    "        return class_pred, box_pred\n",
    "\n",
    "\n",
    "model_location = torch.load('models/word_location.model').to('cuda')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Model(torch.nn.Module):\n",
    "\n",
    "    def __init__(self):\n",
    "        super().__init__()\n",
    "\n",
    "    def forward(self, pixel_values):\n",
    "        last_hidden_state = self.encoder(pixel_values).last_hidden_state\n",
    "\n",
    "        input_ids = torch.full([len(pixel_values), 1], \n",
    "                               processor_recognition.tokenizer.cls_token_id).to('cuda')\n",
    "        for i in range(127):\n",
    "            logits = self.decoder(input_ids=input_ids, \n",
    "                                  encoder_hidden_states=last_hidden_state).logits\n",
    "            logits = logits.argmax(2)[:, -1].unsqueeze(1)\n",
    "            input_ids = torch.cat([input_ids, logits], 1)\n",
    "\n",
    "        return input_ids\n",
    "        \n",
    "model_recognition = torch.load('models/character_recognization.model').to('cuda')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Map: 100%|██████████| 500/500 [02:09<00:00,  3.87 examples/s] \n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(Dataset({\n",
       "     features: ['image'],\n",
       "     num_rows: 500\n",
       " }),\n",
       " {'image': <PIL.PngImagePlugin.PngImageFile image mode=RGB size=800x800>})"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from datasets import load_from_disk\n",
    "\n",
    "dataset = load_from_disk('dataset/lansinuote/ocr_id_card_small')['train']\n",
    "dataset = dataset.select(range(500)).remove_columns(['ocr'])\n",
    "\n",
    "def f(data):\n",
    "    data['image'] = data['image'].resize([800, 800])\n",
    "    return data\n",
    "\n",
    "dataset = dataset.map(f)\n",
    "\n",
    "dataset, dataset[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "%run location_loss.ipynb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([5, 0, 2, 1, 4, 6, 3, 7],\n",
       " [[272.8646545410156, 480.8124084472656, 326.8998718261719, 520.7010498046875],\n",
       "  [44.15923309326172, 342.0057067871094, 182.1159210205078, 396.7004089355469],\n",
       "  [235.25296020507812,\n",
       "   409.9623107910156,\n",
       "   285.5389099121094,\n",
       "   463.9759521484375],\n",
       "  [39.86216354370117, 402.44091796875, 90.96956634521484, 457.7866516113281],\n",
       "  [187.929443359375, 478.867431640625, 241.01824951171875, 520.5796508789062],\n",
       "  [31.13718032836914,\n",
       "   535.4840698242188,\n",
       "   402.63970947265625,\n",
       "   642.5747680664062],\n",
       "  [36.2716064453125, 474.3029479980469, 136.1511993408203, 518.1822509765625],\n",
       "  [145.67410278320312,\n",
       "   710.016845703125,\n",
       "   556.1565551757812,\n",
       "   766.9924926757812]])"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def location(image):\n",
    "    data = processor_location(image, return_tensors='pt').to('cuda')\n",
    "\n",
    "    with torch.no_grad():\n",
    "        class_pred, box_pred = model_location(data['pixel_values'], data['pixel_mask'])\n",
    "\n",
    "    class_pred = class_pred.argmax(dim=2)\n",
    "    box_pred = box_pred[class_pred <= 7][:16]\n",
    "    class_pred = class_pred[class_pred <= 7][:16]\n",
    "\n",
    "    box_pred = matcher.xywh_to_x1y1x2y2(box_pred)\n",
    "    box_pred *= 800\n",
    "\n",
    "    return class_pred.tolist(), box_pred.tolist()\n",
    "\n",
    "image = random.choice(dataset)['image']\n",
    "\n",
    "class_pred, box_pred = location(image)\n",
    "    \n",
    "class_pred, box_pred"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['邱立云', '29', '女', '9', '宁夏回族自治区银川市金凣县', '2004', '汉', '162474200409293005']"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import PIL.Image\n",
    "\n",
    "\n",
    "def recognition(image, box_pred):\n",
    "\n",
    "    def pad(image):\n",
    "        w, h = image.size\n",
    "    \n",
    "        ratio = 384 / max(w, h)\n",
    "    \n",
    "        w = int(ratio * w)\n",
    "        h = int(ratio * h)\n",
    "    \n",
    "        image = image.resize([w, h])\n",
    "    \n",
    "        pad = PIL.Image.new('RGB', [384, 384], 'black')\n",
    "        pad.paste(image, [0, 0])\n",
    "    \n",
    "        return pad\n",
    "\n",
    "    def decode(input_ids):\n",
    "        input_ids = input_ids.tolist()\n",
    "    \n",
    "        if processor_recognition.tokenizer.sep_token_id in input_ids:\n",
    "            idx = input_ids.index(processor_recognition.tokenizer.sep_token_id) + 1\n",
    "            input_ids = input_ids[:idx]\n",
    "    \n",
    "        return processor_recognition.tokenizer.decode(input_ids, skip_special_tokens=True)\n",
    "\n",
    "    image = [pad(image.crop(box)) for box in box_pred]\n",
    "    pixel_values = processor_recognition(image, return_tensors='pt').pixel_values.to('cuda')\n",
    "\n",
    "    with torch.no_grad():\n",
    "        logits = model_recognition(pixel_values)\n",
    "    \n",
    "    return [decode(i) for i in logits]\n",
    "\n",
    "\n",
    "text = recognition(image, box_pred)\n",
    "\n",
    "text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import PIL.ImageDraw\n",
    "import PIL.ImageFont\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "\n",
    "def show(image, box_pred, class_pred):\n",
    "    # font = PIL.ImageFont.truetype('arial.ttf', size=50)\n",
    "    font = None\n",
    "    draw = PIL.ImageDraw.Draw(image)\n",
    "    for b, c in zip(box_pred, class_pred):\n",
    "        draw.rectangle(b, outline='red', width=5)\n",
    "        draw.text(b[:2], str(c), fill='red', font=font)\n",
    "    \n",
    "    plt.figure(figsize=[3, 3])\n",
    "    plt.imshow(image)\n",
    "    plt.show()\n",
    "\n",
    "\n",
    "show(image, box_pred, class_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "姓名->董家明\n",
      "性别->女\n",
      "民族->汉\n",
      "年->1999\n",
      "月->10\n",
      "日->17\n",
      "住址->重庆市云阳县\n",
      "号码->742814199910175017\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "姓名->姚家敏\n",
      "性别->男\n",
      "民族->汉\n",
      "年->1981\n",
      "月->2\n",
      "日->14\n",
      "住址->台湾省台湾省\n",
      "号码->404619198102143248\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "姓名->冉中生\n",
      "性别->男\n",
      "民族->汉\n",
      "年->1995\n",
      "月->6\n",
      "日->29\n",
      "住址->西藏自治山南市湖华县\n",
      "号码->578374199506299334\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "姓名->刑鸿近\n",
      "性别->男\n",
      "民族->汉\n",
      "年->1962\n",
      "月->3\n",
      "日->11\n",
      "住址->天津市河北区\n",
      "号码->788956196203119523\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 300x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "姓名->游瓕可\n",
      "性别->男\n",
      "民族->汉\n",
      "年->2003\n",
      "月->11\n",
      "日->3\n",
      "住址->福建省南平市邵武市\n",
      "号码->574861200311031688\n"
     ]
    }
   ],
   "source": [
    "for _ in range(5):\n",
    "    image = random.choice(dataset)['image']\n",
    "    class_pred, box_pred = location(image)\n",
    "    text = recognition(image, box_pred)\n",
    "\n",
    "    show(image, box_pred, class_pred)\n",
    "\n",
    "    class_name = ['姓名','性别','民族','年','月','日','住址','号码']\n",
    "    for cls in range(8):\n",
    "        if cls not in class_pred:\n",
    "            continue\n",
    "        idx = class_pred.index(cls)\n",
    "        print(class_name[cls] + '->' + text[idx])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "simple",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
